基于agent的人类组织建模

A. Sharpanskykh, F. Amblard
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引用次数: 1

摘要

目前,智能体范式通常用于组织环境中人类行为的计算建模。然而,在许多已开发的模型中,只表示有限数量的(不相关的)组织方面。此外,其中一些模型很少利用社会科学中发展起来的丰富理论基础。这可能会破坏这些模型的实际可行性。本文提出了一种形式化的方法来对组织中代理人的特征和行为进行建模,其中的各个方面都使用一个表达性的形式化框架来表示。该方法基于社会科学的理论发现,能够分析不同的组织和环境因素如何影响代理人的行为和绩效。通过一个仿真实例说明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Agent-based Modeling of Human Organizations
At present the agent paradigm is often used for computational modeling of human behavior in an organizational setting. However, in many developed models only a limited number of (unrelated) organizational aspects are represented. Furthermore, some of these models make little use of a rich theoretical basis developed in social science. This may undermine the practical feasibility of such models. This paper proposes a formal approach for modeling of characteristics and behavior of agents in organizations, diverse aspects of which are represented using an expressive formal framework. The approach is based on the theoretical findings from social science and enables analysis of how different organizational and environmental factors influence the behavior and performance of agents. The approach is illustrated by a simulation case.
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